Overview

Dataset statistics

Number of variables29
Number of observations227845
Missing cells0
Missing cells (%)0.0%
Duplicate rows993
Duplicate rows (%)0.4%
Total size in memory60.2 MiB
Average record size in memory277.1 B

Variable types

Numeric29

Alerts

Dataset has 993 (0.4%) duplicate rowsDuplicates
Per2 is highly overall correlated with Normalised_FNTHigh correlation
Dem8 is highly overall correlated with Dem9High correlation
Dem9 is highly overall correlated with Dem8High correlation
Normalised_FNT is highly overall correlated with Per2High correlation
instance_scores_x is highly overall correlated with instance_scores_yHigh correlation
instance_scores_y is highly overall correlated with instance_scores_xHigh correlation

Reproduction

Analysis started2023-02-01 07:21:03.713601
Analysis finished2023-02-01 07:24:19.547496
Duration3 minutes and 15.83 seconds
Software versionpandas-profiling vv3.6.3
Download configurationconfig.json

Variables

Per1
Real number (ℝ)

Distinct1778
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66600595
Minimum-18.136667
Maximum1.4833333
Zeros190
Zeros (%)0.1%
Negative20867
Negative (%)9.2%
Memory size11.5 MiB
2023-02-01T12:54:19.689137image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-18.136667
5-th percentile-0.3
Q10.36
median0.67
Q31.1033333
95-th percentile1.36
Maximum1.4833333
Range19.62
Interquartile range (IQR)0.74333333

Descriptive statistics

Standard deviation0.65413329
Coefficient of variation (CV)0.98217334
Kurtosis33.253583
Mean0.66600595
Median Absolute Deviation (MAD)0.4
Skewness-3.3276979
Sum151746.13
Variance0.42789036
MonotonicityNot monotonic
2023-02-01T12:54:19.851319image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.353333333 2051
 
0.9%
1.35 1870
 
0.8%
1.346666667 1869
 
0.8%
1.08 1786
 
0.8%
1.066666667 1733
 
0.8%
1.063333333 1704
 
0.7%
1.086666667 1702
 
0.7%
1.06 1656
 
0.7%
1.356666667 1630
 
0.7%
1.343333333 1609
 
0.7%
Other values (1768) 210235
92.3%
ValueCountFrequency (%)
-18.13666667 1
< 0.1%
-13.31 1
< 0.1%
-12.82333333 1
< 0.1%
-12.68 1
< 0.1%
-11.85333333 1
< 0.1%
-11.68333333 1
< 0.1%
-11.50333333 1
< 0.1%
-11.30333333 1
< 0.1%
-11.23333333 1
< 0.1%
-11.18666667 1
< 0.1%
ValueCountFrequency (%)
1.483333333 2
 
< 0.1%
1.48 1
 
< 0.1%
1.473333333 4
 
< 0.1%
1.47 7
 
< 0.1%
1.466666667 13
 
< 0.1%
1.463333333 20
 
< 0.1%
1.46 20
 
< 0.1%
1.456666667 37
< 0.1%
1.453333333 51
< 0.1%
1.45 74
< 0.1%

Per2
Real number (ℝ)

Distinct2319
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66770083
Minimum-23.573333
Maximum8.02
Zeros98
Zeros (%)< 0.1%
Negative11024
Negative (%)4.8%
Memory size11.5 MiB
2023-02-01T12:54:20.013156image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-23.573333
5-th percentile0.01
Q10.47
median0.69
Q30.93333333
95-th percentile1.27
Maximum8.02
Range31.593333
Interquartile range (IQR)0.46333333

Descriptive statistics

Standard deviation0.54830465
Coefficient of variation (CV)0.82118312
Kurtosis88.163506
Mean0.66770083
Median Absolute Deviation (MAD)0.23333333
Skewness-4.40462
Sum152132.3
Variance0.30063799
MonotonicityNot monotonic
2023-02-01T12:54:20.161397image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6533333333 1132
 
0.5%
0.6566666667 1116
 
0.5%
0.66 1102
 
0.5%
0.6433333333 1097
 
0.5%
0.6966666667 1084
 
0.5%
0.65 1077
 
0.5%
0.6933333333 1072
 
0.5%
0.6466666667 1071
 
0.5%
0.6866666667 1068
 
0.5%
0.6666666667 1051
 
0.5%
Other values (2309) 216975
95.2%
ValueCountFrequency (%)
-23.57333333 1
< 0.1%
-16.12666667 1
< 0.1%
-15.35333333 1
< 0.1%
-14.21333333 1
< 0.1%
-13.39 1
< 0.1%
-12.99333333 1
< 0.1%
-12.98 1
< 0.1%
-12.93333333 1
< 0.1%
-12.60666667 1
< 0.1%
-12.23 1
< 0.1%
ValueCountFrequency (%)
8.02 1
 
< 0.1%
7.823333333 1
 
< 0.1%
7.056666667 1
 
< 0.1%
6.966666667 1
 
< 0.1%
6.726666667 1
 
< 0.1%
6.643333333 1
 
< 0.1%
6.473333333 1
 
< 0.1%
6.236666667 1
 
< 0.1%
6.233333333 1
 
< 0.1%
6.166666667 4
< 0.1%

Per3
Real number (ℝ)

Distinct1469
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66631526
Minimum-15.443333
Maximum3.7933333
Zeros178
Zeros (%)0.1%
Negative17921
Negative (%)7.9%
Memory size11.5 MiB
2023-02-01T12:54:20.309162image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-15.443333
5-th percentile-0.13
Q10.37
median0.72666667
Q31.01
95-th percentile1.3533333
Maximum3.7933333
Range19.236667
Interquartile range (IQR)0.64

Descriptive statistics

Standard deviation0.50635714
Coefficient of variation (CV)0.75993628
Kurtosis29.629735
Mean0.66631526
Median Absolute Deviation (MAD)0.31333333
Skewness-2.3591569
Sum151816.6
Variance0.25639755
MonotonicityNot monotonic
2023-02-01T12:54:20.449446image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.77 909
 
0.4%
0.7666666667 903
 
0.4%
0.7633333333 875
 
0.4%
0.76 871
 
0.4%
0.7566666667 803
 
0.4%
0.72 799
 
0.4%
0.7233333333 793
 
0.3%
0.7533333333 773
 
0.3%
0.7266666667 766
 
0.3%
0.8666666667 765
 
0.3%
Other values (1459) 219588
96.4%
ValueCountFrequency (%)
-15.44333333 1
 
< 0.1%
-10.56 1
 
< 0.1%
-10.32333333 1
 
< 0.1%
-10.15 1
 
< 0.1%
-9.936666667 1
 
< 0.1%
-9.7 1
 
< 0.1%
-9.52 1
 
< 0.1%
-9.393333333 4
< 0.1%
-9.336666667 1
 
< 0.1%
-9.156666667 1
 
< 0.1%
ValueCountFrequency (%)
3.793333333 1
< 0.1%
2.076666667 1
< 0.1%
2.063333333 1
< 0.1%
2.033333333 1
< 0.1%
2.026666667 1
< 0.1%
2.023333333 1
< 0.1%
2.01 1
< 0.1%
2.006666667 1
< 0.1%
1.99 1
< 0.1%
1.983333333 1
< 0.1%

Per4
Real number (ℝ)

Distinct1292
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66668652
Minimum-1.2266667
Maximum6.1633333
Zeros173
Zeros (%)0.1%
Negative14208
Negative (%)6.2%
Memory size11.5 MiB
2023-02-01T12:54:20.597962image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1.2266667
5-th percentile-0.063333333
Q10.38333333
median0.66
Q30.91333333
95-th percentile1.5233333
Maximum6.1633333
Range7.39
Interquartile range (IQR)0.53

Descriptive statistics

Standard deviation0.47195581
Coefficient of variation (CV)0.70791264
Kurtosis2.5224401
Mean0.66668652
Median Absolute Deviation (MAD)0.26666667
Skewness0.67172855
Sum151901.19
Variance0.22274229
MonotonicityNot monotonic
2023-02-01T12:54:20.756879image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.8033333333 1016
 
0.4%
0.8066666667 1015
 
0.4%
0.8333333333 1011
 
0.4%
0.78 1004
 
0.4%
0.74 964
 
0.4%
0.48 955
 
0.4%
0.4733333333 948
 
0.4%
0.46 937
 
0.4%
0.4766666667 933
 
0.4%
0.7433333333 931
 
0.4%
Other values (1282) 218131
95.7%
ValueCountFrequency (%)
-1.226666667 1
< 0.1%
-1.2 1
< 0.1%
-1.186666667 1
< 0.1%
-1.173333333 1
< 0.1%
-1.14 1
< 0.1%
-1.133333333 1
< 0.1%
-1.09 1
< 0.1%
-1.076666667 1
< 0.1%
-1.06 1
< 0.1%
-1.056666667 1
< 0.1%
ValueCountFrequency (%)
6.163333333 1
< 0.1%
5.766666667 1
< 0.1%
5.046666667 1
< 0.1%
4.9 1
< 0.1%
4.72 1
< 0.1%
4.71 1
< 0.1%
4.703333333 1
< 0.1%
4.643333333 1
< 0.1%
4.616666667 1
< 0.1%
4.613333333 1
< 0.1%

Per5
Real number (ℝ)

Distinct1881
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66672328
Minimum-37.246667
Maximum12.266667
Zeros108
Zeros (%)< 0.1%
Negative6813
Negative (%)3.0%
Memory size11.5 MiB
2023-02-01T12:54:20.947311image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-37.246667
5-th percentile0.1
Q10.43666667
median0.65
Q30.87
95-th percentile1.3666667
Maximum12.266667
Range49.513333
Interquartile range (IQR)0.43333333

Descriptive statistics

Standard deviation0.46139329
Coefficient of variation (CV)0.69203117
Kurtosis245.98332
Mean0.66672328
Median Absolute Deviation (MAD)0.21666667
Skewness-3.0585671
Sum151909.57
Variance0.21288377
MonotonicityNot monotonic
2023-02-01T12:54:21.118282image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.64 1040
 
0.5%
0.6133333333 1037
 
0.5%
0.6366666667 1021
 
0.4%
0.6166666667 1019
 
0.4%
0.6333333333 1017
 
0.4%
0.6733333333 1008
 
0.4%
0.69 1000
 
0.4%
0.5933333333 991
 
0.4%
0.6866666667 983
 
0.4%
0.66 980
 
0.4%
Other values (1871) 217749
95.6%
ValueCountFrequency (%)
-37.24666667 1
< 0.1%
-13.38333333 1
< 0.1%
-12.81 1
< 0.1%
-11.06 1
< 0.1%
-10.03 1
< 0.1%
-9.243333333 1
< 0.1%
-8.94 1
< 0.1%
-8.786666667 1
< 0.1%
-8.583333333 1
< 0.1%
-8.58 1
< 0.1%
ValueCountFrequency (%)
12.26666667 1
< 0.1%
12.03333333 1
< 0.1%
11.63666667 1
< 0.1%
11.15333333 1
< 0.1%
10.38666667 1
< 0.1%
10.25333333 1
< 0.1%
9.55 1
< 0.1%
8.886666667 1
< 0.1%
8.786666667 1
< 0.1%
8.53 1
< 0.1%

Per6
Real number (ℝ)

Distinct1477
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6673775
Minimum-8.0533333
Maximum25.1
Zeros65
Zeros (%)< 0.1%
Negative2740
Negative (%)1.2%
Memory size11.5 MiB
2023-02-01T12:54:21.283000image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-8.0533333
5-th percentile0.19666667
Q10.41
median0.57666667
Q30.8
95-th percentile1.72
Maximum25.1
Range33.153333
Interquartile range (IQR)0.39

Descriptive statistics

Standard deviation0.44457342
Coefficient of variation (CV)0.66614985
Kurtosis50.715694
Mean0.6673775
Median Absolute Deviation (MAD)0.18666667
Skewness1.9972423
Sum152058.63
Variance0.19764553
MonotonicityNot monotonic
2023-02-01T12:54:21.431375image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.4666666667 1347
 
0.6%
0.4733333333 1311
 
0.6%
0.4966666667 1283
 
0.6%
0.4766666667 1281
 
0.6%
0.4633333333 1276
 
0.6%
0.4933333333 1274
 
0.6%
0.47 1274
 
0.6%
0.4866666667 1262
 
0.6%
0.48 1256
 
0.6%
0.43 1222
 
0.5%
Other values (1467) 215059
94.4%
ValueCountFrequency (%)
-8.053333333 1
< 0.1%
-7.166666667 1
< 0.1%
-6.643333333 1
< 0.1%
-6.416666667 1
< 0.1%
-6.29 1
< 0.1%
-6.123333333 1
< 0.1%
-6 1
< 0.1%
-5.19 1
< 0.1%
-5.04 1
< 0.1%
-4.89 1
< 0.1%
ValueCountFrequency (%)
25.1 1
< 0.1%
8.64 1
< 0.1%
8.176666667 1
< 0.1%
7.85 1
< 0.1%
7.796666667 1
< 0.1%
7.77 1
< 0.1%
7.73 1
< 0.1%
6.69 1
< 0.1%
6.34 1
< 0.1%
6.203333333 1
< 0.1%

Per7
Real number (ℝ)

Distinct1901
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66693359
Minimum-13.853333
Maximum40.863333
Zeros66
Zeros (%)< 0.1%
Negative4835
Negative (%)2.1%
Memory size11.5 MiB
2023-02-01T12:54:21.615266image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-13.853333
5-th percentile0.19
Q10.48333333
median0.68
Q30.85666667
95-th percentile1.1366667
Maximum40.863333
Range54.716667
Interquartile range (IQR)0.37333333

Descriptive statistics

Standard deviation0.41565658
Coefficient of variation (CV)0.62323533
Kurtosis478.63973
Mean0.66693359
Median Absolute Deviation (MAD)0.18666667
Skewness3.1943252
Sum151957.48
Variance0.17277039
MonotonicityNot monotonic
2023-02-01T12:54:21.779685image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.69 1425
 
0.6%
0.7033333333 1401
 
0.6%
0.6866666667 1400
 
0.6%
0.6966666667 1399
 
0.6%
0.6833333333 1365
 
0.6%
0.6933333333 1361
 
0.6%
0.67 1358
 
0.6%
0.7 1345
 
0.6%
0.7066666667 1333
 
0.6%
0.71 1329
 
0.6%
Other values (1891) 214129
94.0%
ValueCountFrequency (%)
-13.85333333 1
 
< 0.1%
-13.17 1
 
< 0.1%
-11.68666667 1
 
< 0.1%
-10.41333333 1
 
< 0.1%
-9.92 1
 
< 0.1%
-9.733333333 4
< 0.1%
-8.74 1
 
< 0.1%
-8.67 1
 
< 0.1%
-8.183333333 1
 
< 0.1%
-7.473333333 1
 
< 0.1%
ValueCountFrequency (%)
40.86333333 1
< 0.1%
15.35 1
< 0.1%
12.96 1
< 0.1%
12.89333333 1
< 0.1%
12.1 1
< 0.1%
11.17666667 1
< 0.1%
10.96666667 1
< 0.1%
10.16666667 1
< 0.1%
10.08 1
< 0.1%
10.02333333 1
< 0.1%

Per8
Real number (ℝ)

Distinct2047
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66627906
Minimum-23.74
Maximum7.3366667
Zeros19
Zeros (%)< 0.1%
Negative6025
Negative (%)2.6%
Memory size11.5 MiB
2023-02-01T12:54:21.934218image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-23.74
5-th percentile0.38333333
Q10.59666667
median0.67333333
Q30.77666667
95-th percentile1.0166667
Maximum7.3366667
Range31.076667
Interquartile range (IQR)0.18

Descriptive statistics

Standard deviation0.40154617
Coefficient of variation (CV)0.60266965
Kurtosis231.34761
Mean0.66627906
Median Absolute Deviation (MAD)0.086666667
Skewness-8.6310287
Sum151808.35
Variance0.16123933
MonotonicityNot monotonic
2023-02-01T12:54:22.071484image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6533333333 2709
 
1.2%
0.6466666667 2671
 
1.2%
0.66 2613
 
1.1%
0.6633333333 2605
 
1.1%
0.64 2600
 
1.1%
0.65 2593
 
1.1%
0.6433333333 2580
 
1.1%
0.6366666667 2557
 
1.1%
0.6566666667 2541
 
1.1%
0.67 2537
 
1.1%
Other values (2037) 201839
88.6%
ValueCountFrequency (%)
-23.74 1
< 0.1%
-16.31333333 1
< 0.1%
-16.23 1
< 0.1%
-16.14 1
< 0.1%
-13.16 1
< 0.1%
-13.01333333 1
< 0.1%
-12.56333333 1
< 0.1%
-12.42333333 1
< 0.1%
-12.33 1
< 0.1%
-12.25 1
< 0.1%
ValueCountFrequency (%)
7.336666667 1
< 0.1%
7.196666667 1
< 0.1%
7.056666667 1
< 0.1%
6.916666667 1
< 0.1%
6.903333333 1
< 0.1%
6.776666667 1
< 0.1%
6.76 1
< 0.1%
6.646666667 1
< 0.1%
6.633333333 1
< 0.1%
6.523333333 1
< 0.1%

Per9
Real number (ℝ)

Distinct1203
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66668759
Minimum-3.81
Maximum5.8633333
Zeros143
Zeros (%)0.1%
Negative7145
Negative (%)3.1%
Memory size11.5 MiB
2023-02-01T12:54:22.224482image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-3.81
5-th percentile0.08
Q10.45333333
median0.65
Q30.86666667
95-th percentile1.26
Maximum5.8633333
Range9.6733333
Interquartile range (IQR)0.41333333

Descriptive statistics

Standard deviation0.36653688
Coefficient of variation (CV)0.54978807
Kurtosis3.8759577
Mean0.66668759
Median Absolute Deviation (MAD)0.20666667
Skewness0.55177237
Sum151901.43
Variance0.13434928
MonotonicityNot monotonic
2023-02-01T12:54:22.491203image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.65 1262
 
0.6%
0.6333333333 1237
 
0.5%
0.6166666667 1199
 
0.5%
0.6133333333 1158
 
0.5%
0.6366666667 1153
 
0.5%
0.6533333333 1142
 
0.5%
0.6566666667 1130
 
0.5%
0.6266666667 1128
 
0.5%
0.61 1125
 
0.5%
0.6233333333 1122
 
0.5%
Other values (1193) 216189
94.9%
ValueCountFrequency (%)
-3.81 1
 
< 0.1%
-3.773333333 1
 
< 0.1%
-3.043333333 1
 
< 0.1%
-2.946666667 1
 
< 0.1%
-2.493333333 1
 
< 0.1%
-2.486666667 4
< 0.1%
-2.426666667 1
 
< 0.1%
-2.32 1
 
< 0.1%
-2.246666667 1
 
< 0.1%
-2.21 1
 
< 0.1%
ValueCountFrequency (%)
5.863333333 1
< 0.1%
4.13 1
< 0.1%
4.123333333 1
< 0.1%
4.11 1
< 0.1%
4.103333333 1
< 0.1%
3.756666667 1
< 0.1%
3.743333333 1
< 0.1%
3.736666667 1
< 0.1%
3.71 1
< 0.1%
3.703333333 1
< 0.1%

Dem1
Real number (ℝ)

Distinct910
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66657612
Minimum-0.89333333
Maximum4.6733333
Zeros88
Zeros (%)< 0.1%
Negative3049
Negative (%)1.3%
Memory size11.5 MiB
2023-02-01T12:54:22.678039image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.89333333
5-th percentile0.14333333
Q10.41333333
median0.65666667
Q30.91333333
95-th percentile1.2033333
Maximum4.6733333
Range5.5666667
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.34043597
Coefficient of variation (CV)0.51072332
Kurtosis1.5354048
Mean0.66657612
Median Absolute Deviation (MAD)0.25
Skewness0.34642305
Sum151876.04
Variance0.11589665
MonotonicityNot monotonic
2023-02-01T12:54:22.846640image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6866666667 988
 
0.4%
0.4866666667 965
 
0.4%
0.5933333333 937
 
0.4%
0.4766666667 924
 
0.4%
0.6133333333 924
 
0.4%
0.7766666667 880
 
0.4%
0.5866666667 870
 
0.4%
0.64 864
 
0.4%
0.6166666667 852
 
0.4%
0.6666666667 844
 
0.4%
Other values (900) 218797
96.0%
ValueCountFrequency (%)
-0.8933333333 1
 
< 0.1%
-0.78 1
 
< 0.1%
-0.7033333333 2
< 0.1%
-0.6833333333 2
< 0.1%
-0.6766666667 2
< 0.1%
-0.67 3
< 0.1%
-0.6666666667 2
< 0.1%
-0.6533333333 1
 
< 0.1%
-0.6266666667 1
 
< 0.1%
-0.61 1
 
< 0.1%
ValueCountFrequency (%)
4.673333333 1
< 0.1%
4.556666667 1
< 0.1%
4.54 1
< 0.1%
4.426666667 1
< 0.1%
4.41 1
< 0.1%
4.383333333 1
< 0.1%
4.343333333 1
< 0.1%
4.283333333 1
< 0.1%
4.15 1
< 0.1%
4.093333333 1
< 0.1%

Dem2
Real number (ℝ)

Distinct762
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66632908
Minimum-1.2633333
Maximum3.0433333
Zeros130
Zeros (%)0.1%
Negative4778
Negative (%)2.1%
Memory size11.5 MiB
2023-02-01T12:54:23.020499image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-1.2633333
5-th percentile0.12
Q10.45
median0.66333333
Q30.88666667
95-th percentile1.2033333
Maximum3.0433333
Range4.3066667
Interquartile range (IQR)0.43666667

Descriptive statistics

Standard deviation0.33201586
Coefficient of variation (CV)0.4982761
Kurtosis0.20029653
Mean0.66632908
Median Absolute Deviation (MAD)0.22
Skewness0.067041029
Sum151819.75
Variance0.11023453
MonotonicityNot monotonic
2023-02-01T12:54:23.191000image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.65 1149
 
0.5%
0.62 1134
 
0.5%
0.5966666667 1121
 
0.5%
0.6666666667 1097
 
0.5%
0.68 1086
 
0.5%
0.67 1083
 
0.5%
0.5933333333 1066
 
0.5%
0.66 1049
 
0.5%
0.6433333333 1048
 
0.5%
0.6633333333 1041
 
0.5%
Other values (752) 216971
95.2%
ValueCountFrequency (%)
-1.263333333 1
< 0.1%
-0.67 1
< 0.1%
-0.6533333333 1
< 0.1%
-0.63 1
< 0.1%
-0.6266666667 1
< 0.1%
-0.6166666667 1
< 0.1%
-0.6133333333 1
< 0.1%
-0.6066666667 1
< 0.1%
-0.6033333333 1
< 0.1%
-0.5966666667 1
< 0.1%
ValueCountFrequency (%)
3.043333333 1
< 0.1%
2.19 1
< 0.1%
2.156666667 2
< 0.1%
2.106666667 1
< 0.1%
2.086666667 1
< 0.1%
2.033333333 1
< 0.1%
2.013333333 1
< 0.1%
1.983333333 1
< 0.1%
1.966666667 1
< 0.1%
1.953333333 1
< 0.1%

Dem3
Real number (ℝ)

Distinct747
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66637992
Minimum-0.83333333
Maximum3.6266667
Zeros104
Zeros (%)< 0.1%
Negative5397
Negative (%)2.4%
Memory size11.5 MiB
2023-02-01T12:54:23.370327image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.83333333
5-th percentile0.13333333
Q10.47333333
median0.68333333
Q30.88333333
95-th percentile1.1233333
Maximum3.6266667
Range4.46
Interquartile range (IQR)0.41

Descriptive statistics

Standard deviation0.30538386
Coefficient of variation (CV)0.45827291
Kurtosis0.29785988
Mean0.66637992
Median Absolute Deviation (MAD)0.20666667
Skewness-0.3069205
Sum151831.33
Variance0.093259304
MonotonicityNot monotonic
2023-02-01T12:54:23.556143image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6966666667 1110
 
0.5%
0.7533333333 1078
 
0.5%
0.6166666667 1069
 
0.5%
0.7133333333 1059
 
0.5%
0.72 1055
 
0.5%
0.7233333333 1043
 
0.5%
0.67 1043
 
0.5%
0.68 1037
 
0.5%
0.7566666667 1037
 
0.5%
0.6733333333 1033
 
0.5%
Other values (737) 217281
95.4%
ValueCountFrequency (%)
-0.8333333333 1
< 0.1%
-0.7966666667 1
< 0.1%
-0.7333333333 1
< 0.1%
-0.7166666667 1
< 0.1%
-0.7 1
< 0.1%
-0.6966666667 1
< 0.1%
-0.6766666667 1
< 0.1%
-0.67 1
< 0.1%
-0.64 1
< 0.1%
-0.63 2
< 0.1%
ValueCountFrequency (%)
3.626666667 1
< 0.1%
2.593333333 1
< 0.1%
2.573333333 1
< 0.1%
2.563333333 1
< 0.1%
2.556666667 1
< 0.1%
2.5 1
< 0.1%
2.376666667 1
< 0.1%
2.323333333 1
< 0.1%
2.286666667 1
< 0.1%
2.266666667 1
< 0.1%

Dem4
Real number (ℝ)

Distinct983
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66687112
Minimum-3.8533333
Maximum6.44
Zeros88
Zeros (%)< 0.1%
Negative4755
Negative (%)2.1%
Memory size11.5 MiB
2023-02-01T12:54:23.709708image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-3.8533333
5-th percentile0.17
Q10.51
median0.69
Q30.84
95-th percentile1.11
Maximum6.44
Range10.293333
Interquartile range (IQR)0.33

Descriptive statistics

Standard deviation0.29201274
Coefficient of variation (CV)0.43788482
Kurtosis10.370439
Mean0.66687112
Median Absolute Deviation (MAD)0.16333333
Skewness-1.0821674
Sum151943.25
Variance0.085271441
MonotonicityNot monotonic
2023-02-01T12:54:23.849210image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.7266666667 1436
 
0.6%
0.74 1357
 
0.6%
0.72 1350
 
0.6%
0.7033333333 1343
 
0.6%
0.7333333333 1330
 
0.6%
0.7366666667 1321
 
0.6%
0.7166666667 1316
 
0.6%
0.78 1309
 
0.6%
0.7466666667 1305
 
0.6%
0.71 1304
 
0.6%
Other values (973) 214474
94.1%
ValueCountFrequency (%)
-3.853333333 1
< 0.1%
-3.766666667 1
< 0.1%
-3.753333333 1
< 0.1%
-3.75 1
< 0.1%
-3.56 1
< 0.1%
-3.553333333 1
< 0.1%
-3.483333333 1
< 0.1%
-3.476666667 2
< 0.1%
-3.463333333 1
< 0.1%
-3.46 2
< 0.1%
ValueCountFrequency (%)
6.44 1
< 0.1%
3.43 1
< 0.1%
3.02 1
< 0.1%
2.813333333 1
< 0.1%
2.7 1
< 0.1%
2.666666667 1
< 0.1%
2.573333333 1
< 0.1%
2.533333333 1
< 0.1%
2.52 1
< 0.1%
2.493333333 1
< 0.1%

Dem5
Real number (ℝ)

Distinct838
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66651782
Minimum-2.5
Maximum2.08
Zeros73
Zeros (%)< 0.1%
Negative3180
Negative (%)1.4%
Memory size11.5 MiB
2023-02-01T12:54:23.997355image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-2.5
5-th percentile0.21333333
Q10.5
median0.66666667
Q30.83333333
95-th percentile1.13
Maximum2.08
Range4.58
Interquartile range (IQR)0.33333333

Descriptive statistics

Standard deviation0.27946931
Coefficient of variation (CV)0.41929758
Kurtosis2.6851214
Mean0.66651782
Median Absolute Deviation (MAD)0.16666667
Skewness-0.27228601
Sum151862.75
Variance0.078103095
MonotonicityNot monotonic
2023-02-01T12:54:24.138427image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6433333333 1382
 
0.6%
0.64 1364
 
0.6%
0.6266666667 1362
 
0.6%
0.7 1325
 
0.6%
0.6733333333 1324
 
0.6%
0.65 1310
 
0.6%
0.6933333333 1284
 
0.6%
0.6866666667 1280
 
0.6%
0.7133333333 1276
 
0.6%
0.63 1271
 
0.6%
Other values (828) 214667
94.2%
ValueCountFrequency (%)
-2.5 1
< 0.1%
-2.446666667 1
< 0.1%
-2.43 1
< 0.1%
-2.42 1
< 0.1%
-2.39 1
< 0.1%
-2.363333333 1
< 0.1%
-2.346666667 1
< 0.1%
-2.286666667 1
< 0.1%
-2.276666667 1
< 0.1%
-2.223333333 1
< 0.1%
ValueCountFrequency (%)
2.08 1
< 0.1%
2.066666667 1
< 0.1%
2.03 1
< 0.1%
2.026666667 1
< 0.1%
2.023333333 1
< 0.1%
2.016666667 1
< 0.1%
2.01 1
< 0.1%
1.953333333 1
< 0.1%
1.943333333 1
< 0.1%
1.933333333 1
< 0.1%

Dem6
Real number (ℝ)

Distinct817
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66674811
Minimum-0.97666667
Maximum2.53
Zeros68
Zeros (%)< 0.1%
Negative2645
Negative (%)1.2%
Memory size11.5 MiB
2023-02-01T12:54:24.282902image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.97666667
5-th percentile0.21333333
Q10.51333333
median0.66666667
Q30.82
95-th percentile1.0966667
Maximum2.53
Range3.5066667
Interquartile range (IQR)0.30666667

Descriptive statistics

Standard deviation0.27159003
Coefficient of variation (CV)0.40733528
Kurtosis1.6970271
Mean0.66674811
Median Absolute Deviation (MAD)0.15333333
Skewness0.12118134
Sum151915.22
Variance0.073761143
MonotonicityNot monotonic
2023-02-01T12:54:24.416261image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6733333333 1634
 
0.7%
0.7333333333 1630
 
0.7%
0.6366666667 1577
 
0.7%
0.69 1564
 
0.7%
0.6 1552
 
0.7%
0.6033333333 1526
 
0.7%
0.67 1507
 
0.7%
0.6933333333 1492
 
0.7%
0.6166666667 1490
 
0.7%
0.6133333333 1486
 
0.7%
Other values (807) 212387
93.2%
ValueCountFrequency (%)
-0.9766666667 1
< 0.1%
-0.8733333333 1
< 0.1%
-0.8 1
< 0.1%
-0.7966666667 1
< 0.1%
-0.7933333333 1
< 0.1%
-0.79 1
< 0.1%
-0.7866666667 1
< 0.1%
-0.7833333333 1
< 0.1%
-0.7633333333 1
< 0.1%
-0.7466666667 1
< 0.1%
ValueCountFrequency (%)
2.53 1
< 0.1%
2.523333333 1
< 0.1%
2.5 1
< 0.1%
2.41 1
< 0.1%
2.296666667 1
< 0.1%
2.266666667 1
< 0.1%
2.243333333 1
< 0.1%
2.24 1
< 0.1%
2.233333333 1
< 0.1%
2.203333333 1
< 0.1%

Dem7
Real number (ℝ)

Distinct1505
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66639373
Minimum-17.5
Maximum9.4133333
Zeros12
Zeros (%)< 0.1%
Negative1560
Negative (%)0.7%
Memory size11.5 MiB
2023-02-01T12:54:24.567181image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-17.5
5-th percentile0.48
Q10.59666667
median0.64666667
Q30.71
95-th percentile0.94666667
Maximum9.4133333
Range26.913333
Interquartile range (IQR)0.11333333

Descriptive statistics

Standard deviation0.25763135
Coefficient of variation (CV)0.3866053
Kurtosis257.0651
Mean0.66639373
Median Absolute Deviation (MAD)0.056666667
Skewness-3.2820174
Sum151834.48
Variance0.066373913
MonotonicityNot monotonic
2023-02-01T12:54:24.706031image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6266666667 4142
 
1.8%
0.6233333333 4004
 
1.8%
0.6166666667 3984
 
1.7%
0.62 3952
 
1.7%
0.6333333333 3944
 
1.7%
0.63 3938
 
1.7%
0.6366666667 3938
 
1.7%
0.61 3866
 
1.7%
0.6133333333 3855
 
1.7%
0.64 3809
 
1.7%
Other values (1495) 188413
82.7%
ValueCountFrequency (%)
-17.5 1
< 0.1%
-8.67 1
< 0.1%
-7.74 1
< 0.1%
-7.216666667 1
< 0.1%
-6.946666667 1
< 0.1%
-6.653333333 1
< 0.1%
-6.51 1
< 0.1%
-6.34 1
< 0.1%
-6.186666667 1
< 0.1%
-6.173333333 1
< 0.1%
ValueCountFrequency (%)
9.413333333 1
< 0.1%
8.71 1
< 0.1%
8.55 1
< 0.1%
8.546666667 1
< 0.1%
7.25 1
< 0.1%
6.63 1
< 0.1%
6.426666667 1
< 0.1%
6.38 1
< 0.1%
6.253333333 1
< 0.1%
6.146666667 1
< 0.1%

Dem8
Real number (ℝ)

Distinct1537
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66654035
Minimum-10.943333
Maximum9.7333333
Zeros8
Zeros (%)< 0.1%
Negative1427
Negative (%)0.6%
Memory size11.5 MiB
2023-02-01T12:54:24.850466image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-10.943333
5-th percentile0.49666667
Q10.59
median0.65666667
Q30.73
95-th percentile0.84666667
Maximum9.7333333
Range20.676667
Interquartile range (IQR)0.14

Descriptive statistics

Standard deviation0.24442295
Coefficient of variation (CV)0.3667039
Kurtosis195.55938
Mean0.66654035
Median Absolute Deviation (MAD)0.07
Skewness2.6225077
Sum151867.89
Variance0.059742577
MonotonicityNot monotonic
2023-02-01T12:54:24.981520image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.58 3238
 
1.4%
0.6533333333 3096
 
1.4%
0.6566666667 3047
 
1.3%
0.6466666667 3028
 
1.3%
0.5766666667 3027
 
1.3%
0.66 2998
 
1.3%
0.65 2991
 
1.3%
0.6366666667 2980
 
1.3%
0.67 2961
 
1.3%
0.57 2947
 
1.3%
Other values (1527) 197532
86.7%
ValueCountFrequency (%)
-10.94333333 1
< 0.1%
-6.963333333 1
< 0.1%
-6.933333333 1
< 0.1%
-6.92 1
< 0.1%
-6.89 1
< 0.1%
-6.54 1
< 0.1%
-6.483333333 1
< 0.1%
-6.086666667 1
< 0.1%
-5.543333333 1
< 0.1%
-5.533333333 1
< 0.1%
ValueCountFrequency (%)
9.733333333 2
< 0.1%
8.203333333 1
< 0.1%
8.196666667 1
< 0.1%
8.193333333 2
< 0.1%
8.19 1
< 0.1%
7.353333333 1
< 0.1%
7.11 2
< 0.1%
7.103333333 1
< 0.1%
7.096666667 1
< 0.1%
7.093333333 2
< 0.1%

Dem9
Real number (ℝ)

Distinct812
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66653462
Minimum-2.2966667
Maximum4.1666667
Zeros24
Zeros (%)< 0.1%
Negative1036
Negative (%)0.5%
Memory size11.5 MiB
2023-02-01T12:54:25.128913image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-2.2966667
5-th percentile0.30666667
Q10.48666667
median0.67
Q30.84333333
95-th percentile1.0433333
Maximum4.1666667
Range6.4633333
Interquartile range (IQR)0.35666667

Descriptive statistics

Standard deviation0.24190236
Coefficient of variation (CV)0.36292543
Kurtosis2.4419399
Mean0.66653462
Median Absolute Deviation (MAD)0.18
Skewness-0.15431385
Sum151866.58
Variance0.058516753
MonotonicityNot monotonic
2023-02-01T12:54:25.259238image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6933333333 1290
 
0.6%
0.7 1263
 
0.6%
0.67 1242
 
0.5%
0.7066666667 1232
 
0.5%
0.47 1223
 
0.5%
0.6966666667 1205
 
0.5%
0.66 1204
 
0.5%
0.7033333333 1200
 
0.5%
0.45 1197
 
0.5%
0.6633333333 1196
 
0.5%
Other values (802) 215593
94.6%
ValueCountFrequency (%)
-2.296666667 2
< 0.1%
-2.196666667 1
< 0.1%
-2.176666667 1
< 0.1%
-2.16 1
< 0.1%
-2.15 1
< 0.1%
-2.14 1
< 0.1%
-1.806666667 1
< 0.1%
-1.776666667 1
< 0.1%
-1.703333333 1
< 0.1%
-1.643333333 1
< 0.1%
ValueCountFrequency (%)
4.166666667 1
< 0.1%
3.453333333 1
< 0.1%
3.44 1
< 0.1%
3.423333333 1
< 0.1%
3.12 1
< 0.1%
3.083333333 1
< 0.1%
3.073333333 1
< 0.1%
3.02 1
< 0.1%
2.93 1
< 0.1%
2.696666667 1
< 0.1%

Cred1
Real number (ℝ)

Distinct1307
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66668399
Minimum-14.27
Maximum8.1766667
Zeros8
Zeros (%)< 0.1%
Negative1032
Negative (%)0.5%
Memory size11.5 MiB
2023-02-01T12:54:25.408319image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-14.27
5-th percentile0.51
Q10.61333333
median0.66333333
Q30.71666667
95-th percentile0.83
Maximum8.1766667
Range22.446667
Interquartile range (IQR)0.10333333

Descriptive statistics

Standard deviation0.20757532
Coefficient of variation (CV)0.31135489
Kurtosis435.70172
Mean0.66668399
Median Absolute Deviation (MAD)0.05
Skewness-5.5585354
Sum151900.61
Variance0.043087513
MonotonicityNot monotonic
2023-02-01T12:54:25.535588image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6633333333 4398
 
1.9%
0.6533333333 4319
 
1.9%
0.66 4242
 
1.9%
0.65 4217
 
1.9%
0.6566666667 4201
 
1.8%
0.67 4152
 
1.8%
0.6666666667 4135
 
1.8%
0.6733333333 4116
 
1.8%
0.6466666667 4084
 
1.8%
0.6433333333 4073
 
1.8%
Other values (1297) 185908
81.6%
ValueCountFrequency (%)
-14.27 1
< 0.1%
-10.27666667 1
< 0.1%
-9.423333333 1
< 0.1%
-8.406666667 1
< 0.1%
-8.25 1
< 0.1%
-8.143333333 1
< 0.1%
-7.786666667 1
< 0.1%
-7.073333333 1
< 0.1%
-6.86 1
< 0.1%
-6.433333333 1
< 0.1%
ValueCountFrequency (%)
8.176666667 1
< 0.1%
7.6 1
< 0.1%
7.076666667 1
< 0.1%
7 1
< 0.1%
6.983333333 1
< 0.1%
6.786666667 1
< 0.1%
6.59 1
< 0.1%
6.583333333 1
< 0.1%
6.536666667 1
< 0.1%
6.433333333 1
< 0.1%

Cred2
Real number (ℝ)

Distinct494
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66626407
Minimum-0.28
Maximum2.1933333
Zeros7
Zeros (%)< 0.1%
Negative230
Negative (%)0.1%
Memory size11.5 MiB
2023-02-01T12:54:25.681580image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.28
5-th percentile0.28333333
Q10.54666667
median0.68
Q30.81333333
95-th percentile0.95666667
Maximum2.1933333
Range2.4733333
Interquartile range (IQR)0.26666667

Descriptive statistics

Standard deviation0.20220401
Coefficient of variation (CV)0.3034893
Kurtosis0.62096144
Mean0.66626407
Median Absolute Deviation (MAD)0.13333333
Skewness-0.54698433
Sum151804.94
Variance0.040886463
MonotonicityNot monotonic
2023-02-01T12:54:25.842487image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.68 2917
 
1.3%
0.6733333333 2894
 
1.3%
0.67 2864
 
1.3%
0.6766666667 2824
 
1.2%
0.6833333333 2750
 
1.2%
0.6666666667 2739
 
1.2%
0.6866666667 2617
 
1.1%
0.6633333333 2550
 
1.1%
0.66 2434
 
1.1%
0.69 2363
 
1.0%
Other values (484) 200893
88.2%
ValueCountFrequency (%)
-0.28 1
 
< 0.1%
-0.2733333333 3
< 0.1%
-0.27 2
< 0.1%
-0.2633333333 1
 
< 0.1%
-0.26 2
< 0.1%
-0.2566666667 2
< 0.1%
-0.2533333333 1
 
< 0.1%
-0.25 2
< 0.1%
-0.2466666667 3
< 0.1%
-0.2433333333 2
< 0.1%
ValueCountFrequency (%)
2.193333333 1
< 0.1%
2.006666667 2
< 0.1%
2 1
< 0.1%
1.993333333 1
< 0.1%
1.986666667 1
< 0.1%
1.983333333 2
< 0.1%
1.98 1
< 0.1%
1.976666667 1
< 0.1%
1.903333333 1
< 0.1%
1.9 2
< 0.1%

Cred3
Real number (ℝ)

Distinct636
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66675455
Minimum-2.7666667
Maximum3.1733333
Zeros9
Zeros (%)< 0.1%
Negative662
Negative (%)0.3%
Memory size11.5 MiB
2023-02-01T12:54:25.980206image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-2.7666667
5-th percentile0.39
Q10.56
median0.67333333
Q30.78333333
95-th percentile0.92
Maximum3.1733333
Range5.94
Interquartile range (IQR)0.22333333

Descriptive statistics

Standard deviation0.17420354
Coefficient of variation (CV)0.26127087
Kurtosis4.263969
Mean0.66675455
Median Absolute Deviation (MAD)0.11
Skewness-0.40743041
Sum151916.69
Variance0.030346873
MonotonicityNot monotonic
2023-02-01T12:54:26.113829image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.57 2020
 
0.9%
0.5766666667 2013
 
0.9%
0.58 1950
 
0.9%
0.79 1919
 
0.8%
0.75 1915
 
0.8%
0.5866666667 1901
 
0.8%
0.5733333333 1896
 
0.8%
0.5666666667 1877
 
0.8%
0.7433333333 1875
 
0.8%
0.7366666667 1864
 
0.8%
Other values (626) 208615
91.6%
ValueCountFrequency (%)
-2.766666667 1
< 0.1%
-2.233333333 1
< 0.1%
-1.833333333 1
< 0.1%
-1.476666667 1
< 0.1%
-1.346666667 1
< 0.1%
-1.263333333 1
< 0.1%
-0.9766666667 1
< 0.1%
-0.95 1
< 0.1%
-0.9266666667 1
< 0.1%
-0.8533333333 1
< 0.1%
ValueCountFrequency (%)
3.173333333 1
< 0.1%
2.616666667 1
< 0.1%
2.61 1
< 0.1%
2.513333333 1
< 0.1%
2.51 1
< 0.1%
2.506666667 1
< 0.1%
2.49 1
< 0.1%
2.46 1
< 0.1%
2.276666667 1
< 0.1%
2.183333333 1
< 0.1%

Cred4
Real number (ℝ)

Distinct460
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66687826
Minimum-0.08
Maximum1.84
Zeros0
Zeros (%)0.0%
Negative2
Negative (%)< 0.1%
Memory size11.5 MiB
2023-02-01T12:54:26.251970image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-0.08
5-th percentile0.43333333
Q10.55666667
median0.65
Q30.74666667
95-th percentile0.97333333
Maximum1.84
Range1.92
Interquartile range (IQR)0.19

Descriptive statistics

Standard deviation0.160803
Coefficient of variation (CV)0.24112796
Kurtosis0.93181029
Mean0.66687826
Median Absolute Deviation (MAD)0.093333333
Skewness0.58040904
Sum151944.88
Variance0.025857603
MonotonicityNot monotonic
2023-02-01T12:54:26.392426image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.7 3360
 
1.5%
0.6966666667 3011
 
1.3%
0.69 2775
 
1.2%
0.7133333333 2754
 
1.2%
0.7166666667 2682
 
1.2%
0.6933333333 2621
 
1.2%
0.7033333333 2602
 
1.1%
0.7066666667 2549
 
1.1%
0.6333333333 2536
 
1.1%
0.5566666667 2460
 
1.1%
Other values (450) 200495
88.0%
ValueCountFrequency (%)
-0.08 1
 
< 0.1%
-0.02333333333 1
 
< 0.1%
0.04666666667 1
 
< 0.1%
0.07333333333 1
 
< 0.1%
0.07666666667 1
 
< 0.1%
0.09 3
< 0.1%
0.09333333333 1
 
< 0.1%
0.1133333333 2
< 0.1%
0.1166666667 2
< 0.1%
0.12 1
 
< 0.1%
ValueCountFrequency (%)
1.84 1
 
< 0.1%
1.82 1
 
< 0.1%
1.806666667 1
 
< 0.1%
1.74 1
 
< 0.1%
1.706666667 4
< 0.1%
1.696666667 1
 
< 0.1%
1.693333333 1
 
< 0.1%
1.69 2
< 0.1%
1.68 2
< 0.1%
1.676666667 1
 
< 0.1%

Cred5
Real number (ℝ)

Distinct920
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66656562
Minimum-6.8566667
Maximum11.203333
Zeros11
Zeros (%)< 0.1%
Negative1010
Negative (%)0.4%
Memory size11.5 MiB
2023-02-01T12:54:26.533802image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-6.8566667
5-th percentile0.52666667
Q10.64333333
median0.66666667
Q30.69666667
95-th percentile0.79666667
Maximum11.203333
Range18.06
Interquartile range (IQR)0.053333333

Descriptive statistics

Standard deviation0.13576222
Coefficient of variation (CV)0.2036742
Kurtosis282.53053
Mean0.66656562
Median Absolute Deviation (MAD)0.026666667
Skewness-0.96926676
Sum151873.64
Variance0.01843138
MonotonicityNot monotonic
2023-02-01T12:54:26.673172image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.66 9564
 
4.2%
0.6566666667 8922
 
3.9%
0.6766666667 8494
 
3.7%
0.6633333333 8491
 
3.7%
0.6666666667 8318
 
3.7%
0.6733333333 8122
 
3.6%
0.67 7997
 
3.5%
0.6533333333 7523
 
3.3%
0.68 7511
 
3.3%
0.6433333333 7310
 
3.2%
Other values (910) 145593
63.9%
ValueCountFrequency (%)
-6.856666667 1
< 0.1%
-2.633333333 1
< 0.1%
-2.616666667 1
< 0.1%
-2.596666667 1
< 0.1%
-2.513333333 2
< 0.1%
-2.463333333 1
< 0.1%
-2.293333333 2
< 0.1%
-2.28 2
< 0.1%
-2.233333333 1
< 0.1%
-2.19 1
< 0.1%
ValueCountFrequency (%)
11.20333333 1
< 0.1%
4.716666667 1
< 0.1%
4.38 1
< 0.1%
4.17 1
< 0.1%
4.046666667 1
< 0.1%
3.96 1
< 0.1%
3.733333333 1
< 0.1%
3.643333333 1
< 0.1%
3.57 1
< 0.1%
3.416666667 1
< 0.1%

Cred6
Real number (ℝ)

Distinct778
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.66677617
Minimum-4.4766667
Maximum11.95
Zeros3
Zeros (%)< 0.1%
Negative384
Negative (%)0.2%
Memory size11.5 MiB
2023-02-01T12:54:26.817245image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-4.4766667
5-th percentile0.56
Q10.65
median0.67
Q30.69333333
95-th percentile0.75333333
Maximum11.95
Range16.426667
Interquartile range (IQR)0.043333333

Descriptive statistics

Standard deviation0.11161225
Coefficient of variation (CV)0.16739089
Kurtosis1024.8889
Mean0.66677617
Median Absolute Deviation (MAD)0.02
Skewness12.490678
Sum151921.62
Variance0.012457295
MonotonicityNot monotonic
2023-02-01T12:54:26.951639image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6733333333 14830
 
6.5%
0.67 13364
 
5.9%
0.6766666667 12473
 
5.5%
0.6666666667 9796
 
4.3%
0.6533333333 9455
 
4.1%
0.6466666667 9247
 
4.1%
0.6566666667 8934
 
3.9%
0.65 8631
 
3.8%
0.68 7953
 
3.5%
0.6633333333 7161
 
3.1%
Other values (768) 126001
55.3%
ValueCountFrequency (%)
-4.476666667 1
 
< 0.1%
-3.236666667 1
 
< 0.1%
-2.54 1
 
< 0.1%
-2.22 1
 
< 0.1%
-2.16 1
 
< 0.1%
-2.153333333 1
 
< 0.1%
-2.12 1
 
< 0.1%
-2.113333333 1
 
< 0.1%
-2.103333333 3
< 0.1%
-2.1 1
 
< 0.1%
ValueCountFrequency (%)
11.95 1
< 0.1%
8.206666667 1
< 0.1%
6.043333333 1
< 0.1%
5.98 1
< 0.1%
5.956666667 2
< 0.1%
5.923333333 1
< 0.1%
5.91 1
< 0.1%
5.883333333 1
< 0.1%
5.876666667 1
< 0.1%
5.873333333 1
< 0.1%

Normalised_FNT
Real number (ℝ)

Distinct29299
Distinct (%)12.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-227.95417
Minimum-250
Maximum6172.79
Zeros102
Zeros (%)< 0.1%
Negative225396
Negative (%)98.9%
Memory size11.5 MiB
2023-02-01T12:54:27.092063image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-250
5-th percentile-249.77
Q1-248.6175
median-244.51
Q3-230.75
95-th percentile-158.9175
Maximum6172.79
Range6422.79
Interquartile range (IQR)17.8675

Descriptive statistics

Standard deviation61.951661
Coefficient of variation (CV)-0.27177244
Kurtosis750.19771
Mean-227.95417
Median Absolute Deviation (MAD)5.045
Skewness15.778194
Sum-51938218
Variance3838.0083
MonotonicityNot monotonic
2023-02-01T12:54:27.224740image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-249.75 10875
 
4.8%
-249.505 4837
 
2.1%
-249.7775 3906
 
1.7%
-247.5025 3784
 
1.7%
-246.25 2586
 
1.1%
-247.5 2403
 
1.1%
-249.81 2391
 
1.0%
-249.6775 2308
 
1.0%
-249.5525 2085
 
0.9%
-249.7525 1855
 
0.8%
Other values (29289) 190815
83.7%
ValueCountFrequency (%)
-250 1471
0.6%
-249.9975 591
0.3%
-249.995 64
 
< 0.1%
-249.9925 1
 
< 0.1%
-249.99 9
 
< 0.1%
-249.9875 32
 
< 0.1%
-249.985 3
 
< 0.1%
-249.9825 9
 
< 0.1%
-249.98 8
 
< 0.1%
-249.9775 2
 
< 0.1%
ValueCountFrequency (%)
6172.79 1
< 0.1%
2977.7325 1
< 0.1%
2724.5225 1
< 0.1%
2697.46 1
< 0.1%
2299.86 1
< 0.1%
2250 1
< 0.1%
1947.565 1
< 0.1%
1840 1
< 0.1%
1795.675 1
< 0.1%
1719.855 1
< 0.1%

geo_score
Real number (ℝ)

Distinct7561
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.00013548684
Minimum-18.68
Maximum7.85
Zeros633
Zeros (%)0.3%
Negative96635
Negative (%)42.4%
Memory size11.5 MiB
2023-02-01T12:54:27.362192image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-18.68
5-th percentile-1.96
Q1-0.41
median0.14
Q30.62
95-th percentile1.24
Maximum7.85
Range26.53
Interquartile range (IQR)1.03

Descriptive statistics

Standard deviation0.99751846
Coefficient of variation (CV)-7362.4747
Kurtosis19.636705
Mean-0.00013548684
Median Absolute Deviation (MAD)0.51
Skewness-2.2441805
Sum-30.87
Variance0.99504308
MonotonicityNot monotonic
2023-02-01T12:54:27.507270image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.55 666
 
0.3%
0.15 636
 
0.3%
0 633
 
0.3%
0.3 631
 
0.3%
0.4 617
 
0.3%
0.35 616
 
0.3%
0.5 615
 
0.3%
0.25 615
 
0.3%
0.45 603
 
0.3%
0.1 597
 
0.3%
Other values (7551) 221616
97.3%
ValueCountFrequency (%)
-18.68 1
< 0.1%
-18.55 1
< 0.1%
-18.05 1
< 0.1%
-17.77 1
< 0.1%
-17.63 1
< 0.1%
-17.23 1
< 0.1%
-17.18 1
< 0.1%
-17.15 1
< 0.1%
-17.13 1
< 0.1%
-17 1
< 0.1%
ValueCountFrequency (%)
7.85 1
< 0.1%
4.85 1
< 0.1%
4.57 1
< 0.1%
4.47 1
< 0.1%
4.41 1
< 0.1%
4.4 1
< 0.1%
4.32 1
< 0.1%
4.3 1
< 0.1%
4.29 1
< 0.1%
4.24 1
< 0.1%

instance_scores_x
Real number (ℝ)

Distinct4175
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.00012302223
Minimum-24.59
Maximum23.75
Zeros642
Zeros (%)0.3%
Negative127483
Negative (%)56.0%
Memory size11.5 MiB
2023-02-01T12:54:27.650951image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-24.59
5-th percentile-1.34
Q1-0.54
median-0.09
Q30.45
95-th percentile1.55
Maximum23.75
Range48.34
Interquartile range (IQR)0.99

Descriptive statistics

Standard deviation1.0914879
Coefficient of variation (CV)-8872.2816
Kurtosis33.406654
Mean-0.00012302223
Median Absolute Deviation (MAD)0.48
Skewness1.1288639
Sum-28.03
Variance1.1913458
MonotonicityNot monotonic
2023-02-01T12:54:27.781475image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.22 1211
 
0.5%
-0.35 1046
 
0.5%
-0.51 1036
 
0.5%
-0.41 1016
 
0.4%
-0.36 1001
 
0.4%
-0.38 994
 
0.4%
-0.37 975
 
0.4%
-0.2 948
 
0.4%
-0.4 947
 
0.4%
-0.55 932
 
0.4%
Other values (4165) 217739
95.6%
ValueCountFrequency (%)
-24.59 1
< 0.1%
-24.4 1
< 0.1%
-23.23 1
< 0.1%
-22.19 2
< 0.1%
-22.19 2
< 0.1%
-20.95 1
< 0.1%
-19.84 1
< 0.1%
-18.91 1
< 0.1%
-18.27 1
< 0.1%
-17.14 1
< 0.1%
ValueCountFrequency (%)
23.75 1
< 0.1%
15.25 1
< 0.1%
15.24 1
< 0.1%
13.73 1
< 0.1%
13.64 1
< 0.1%
13.56 1
< 0.1%
13.25 1
< 0.1%
13.2 1
< 0.1%
13.16 1
< 0.1%
12.93 1
< 0.1%

instance_scores_y
Real number (ℝ)

Distinct4175
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.00012302223
Minimum-24.59
Maximum23.75
Zeros642
Zeros (%)0.3%
Negative127483
Negative (%)56.0%
Memory size11.5 MiB
2023-02-01T12:54:27.931283image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-24.59
5-th percentile-1.34
Q1-0.54
median-0.09
Q30.45
95-th percentile1.55
Maximum23.75
Range48.34
Interquartile range (IQR)0.99

Descriptive statistics

Standard deviation1.0914879
Coefficient of variation (CV)-8872.2816
Kurtosis33.406654
Mean-0.00012302223
Median Absolute Deviation (MAD)0.48
Skewness1.1288639
Sum-28.03
Variance1.1913458
MonotonicityNot monotonic
2023-02-01T12:54:28.065759image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.22 1211
 
0.5%
-0.35 1046
 
0.5%
-0.51 1036
 
0.5%
-0.41 1016
 
0.4%
-0.36 1001
 
0.4%
-0.38 994
 
0.4%
-0.37 975
 
0.4%
-0.2 948
 
0.4%
-0.4 947
 
0.4%
-0.55 932
 
0.4%
Other values (4165) 217739
95.6%
ValueCountFrequency (%)
-24.59 1
< 0.1%
-24.4 1
< 0.1%
-23.23 1
< 0.1%
-22.19 2
< 0.1%
-22.19 2
< 0.1%
-20.95 1
< 0.1%
-19.84 1
< 0.1%
-18.91 1
< 0.1%
-18.27 1
< 0.1%
-17.14 1
< 0.1%
ValueCountFrequency (%)
23.75 1
< 0.1%
15.25 1
< 0.1%
15.24 1
< 0.1%
13.73 1
< 0.1%
13.64 1
< 0.1%
13.56 1
< 0.1%
13.25 1
< 0.1%
13.2 1
< 0.1%
13.16 1
< 0.1%
12.93 1
< 0.1%

lambda_wt
Real number (ℝ)

Distinct1301
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.00034971143
Minimum-19.21
Maximum10.53
Zeros1351
Zeros (%)0.6%
Negative106356
Negative (%)46.7%
Memory size11.5 MiB
2023-02-01T12:54:28.204811image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Quantile statistics

Minimum-19.21
5-th percentile-1.44
Q1-0.43
median0.05
Q30.49
95-th percentile1.39
Maximum10.53
Range29.74
Interquartile range (IQR)0.92

Descriptive statistics

Standard deviation0.95795694
Coefficient of variation (CV)2739.2783
Kurtosis23.76698
Mean0.00034971143
Median Absolute Deviation (MAD)0.46
Skewness-1.9760838
Sum79.68
Variance0.91768149
MonotonicityNot monotonic
2023-02-01T12:54:28.330997image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.19 1475
 
0.6%
-0.03 1429
 
0.6%
0.15 1424
 
0.6%
0.2 1423
 
0.6%
0.21 1421
 
0.6%
0.18 1407
 
0.6%
0.22 1388
 
0.6%
0.05 1384
 
0.6%
0.13 1382
 
0.6%
0.02 1376
 
0.6%
Other values (1291) 213736
93.8%
ValueCountFrequency (%)
-19.21 1
< 0.1%
-18.82 1
< 0.1%
-18.49 1
< 0.1%
-18.39 1
< 0.1%
-18.05 1
< 0.1%
-17.72 1
< 0.1%
-17.62 1
< 0.1%
-17.48 1
< 0.1%
-17.23 1
< 0.1%
-16.34 1
< 0.1%
ValueCountFrequency (%)
10.53 1
< 0.1%
7.75 1
< 0.1%
7.69 1
< 0.1%
7.67 1
< 0.1%
7.52 1
< 0.1%
7.44 1
< 0.1%
7.42 1
< 0.1%
7.29 1
< 0.1%
7.23 1
< 0.1%
7.18 1
< 0.1%

Interactions

2023-02-01T12:54:12.093221image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:30.183400image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:36.304471image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:42.205266image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:48.021669image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:54.071329image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:59.345755image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:04.566889image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:10.031088image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:15.735666image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:21.560066image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:27.710398image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:33.311823image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:38.555459image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:44.010057image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:50.034859image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:59.234864image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:05.985416image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:12.024159image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:17.680614image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:23.269478image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:29.390526image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:34.734623image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:40.241784image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:45.458351image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:50.710677image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:55.871578image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:01.062231image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:07.019750image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:12.281283image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:30.436066image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:36.554541image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:42.414675image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:48.222483image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:54.262681image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:59.534446image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:04.744309image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:10.216669image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:15.951869image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:21.750688image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:27.937611image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:33.509404image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:38.740793image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:44.225239image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:50.274035image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:59.444613image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:06.214738image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:12.239117image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:17.877941image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:23.496021image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:29.572040image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:34.933093image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:40.428282image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:45.647843image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:50.894182image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:56.059161image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:01.242749image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:07.205356image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:12.461768image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:30.631506image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:36.800587image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:42.603271image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:48.408171image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:54.444820image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:59.720317image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:04.920108image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:10.399502image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:16.176465image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:21.962886image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:28.120747image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:33.691467image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:38.918090image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:44.432594image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:50.492105image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:59.656519image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:06.433406image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:12.443417image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:18.060652image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:23.693374image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:29.753547image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:35.143530image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:40.608799image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:45.828360image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:51.070711image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:56.236684image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:01.421402image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:07.383935image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:12.649269image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:30.826621image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:37.276606image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:42.809901image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:48.607297image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:54.636429image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:59.907407image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:05.105491image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:10.584391image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:16.408663image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:22.174054image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:28.305557image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:33.876316image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:39.111500image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:44.641692image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:50.758964image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:59.882762image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:06.655560image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:12.662372image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:18.249828image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:23.879182image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:29.939059image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:35.343023image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:40.794309image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:46.024341image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:51.253201image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:56.422188image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:01.602922image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:07.566545image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:12.833773image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:31.036410image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:37.471747image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:43.003751image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:48.801615image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:54.824950image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:00.103208image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:05.283749image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:10.763241image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:16.615064image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:22.382270image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:28.538240image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:34.057264image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:39.300012image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:44.830240image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:51.048226image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:00.097584image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:06.875953image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:12.868203image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:18.435049image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:24.066067image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:30.122635image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:35.530237image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:40.975361image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:46.224165image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:51.434809image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:56.602709image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:01.795374image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:07.750061image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:13.006313image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:31.234075image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:37.653750image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:43.191484image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:48.996231image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:55.009853image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:00.286234image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:05.453783image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:10.940984image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:16.811802image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:22.576894image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:28.713832image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:34.230995image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:39.473100image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:45.012232image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:51.361649image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:00.294022image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:07.080612image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:13.054691image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:18.613979image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:24.239371image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:30.298165image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:35.717710image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:41.148598image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:46.399792image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
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2023-02-01T12:52:49.277528image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:58.432474image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:05.328411image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:11.435056image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:17.082760image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:22.612646image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:28.864462image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:34.177115image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:39.693248image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:44.917151image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:50.177966image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:55.333018image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:00.533644image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:06.486444image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:11.570232image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:16.959821image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:35.898326image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:41.808504image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:47.606286image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:53.660060image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:58.995384image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:04.213651image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:09.679311image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:15.269902image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:21.161382image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:27.306781image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:32.925769image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:38.204722image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:43.596993image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:49.555017image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:58.720761image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:05.553351image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:11.619877image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:17.269509image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:22.831508image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:29.038315image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:34.352645image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:39.871770image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:45.094323image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:50.353495image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:55.506554image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:00.705158image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:06.665964image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:11.739779image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:17.141336image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:36.089496image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:42.004519image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:47.814939image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:53.866350image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:51:59.168170image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:04.392729image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:09.853189image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:15.483196image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:21.361506image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:27.517803image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:33.110000image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:38.378993image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:43.795309image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:49.821189image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:52:59.013238image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:05.768806image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:11.813611image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:17.480582image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:23.081860image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:29.212003image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:34.526181image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:40.060267image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:45.271849image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:50.528029image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:53:55.684084image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:00.882714image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:06.835239image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
2023-02-01T12:54:11.912318image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/

Correlations

2023-02-01T12:54:28.528489image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Per1Per2Per3Per4Per5Per6Per7Per8Per9Dem1Dem2Dem3Dem4Dem5Dem6Dem7Dem8Dem9Cred1Cred2Cred3Cred4Cred5Cred6Normalised_FNTgeo_scoreinstance_scores_xinstance_scores_ylambda_wt
Per11.000-0.384-0.4110.103-0.104-0.086-0.227-0.2360.1380.0130.0480.0310.038-0.0440.031-0.209-0.062-0.0280.1450.0010.0500.006-0.105-0.208-0.0870.0020.2310.231-0.024
Per2-0.3841.0000.0720.1540.341-0.1090.4240.007-0.078-0.0130.0280.0370.0680.0120.0010.040-0.098-0.056-0.0940.012-0.0860.0330.1290.137-0.5010.053-0.211-0.2110.088
Per3-0.4110.0721.0000.059-0.2260.171-0.0750.164-0.0310.0560.0070.051-0.046-0.043-0.0150.108-0.0390.006-0.140-0.0020.032-0.0170.1400.179-0.000-0.052-0.071-0.071-0.131
Per40.1030.1540.0591.0000.0210.0760.059-0.0100.106-0.012-0.0260.053-0.0400.022-0.016-0.0110.040-0.0040.010-0.0090.061-0.064-0.0330.003-0.0230.1480.0250.0250.101
Per5-0.1040.341-0.2260.0211.000-0.0060.430-0.056-0.0570.0130.020-0.041-0.009-0.0160.0130.058-0.040-0.011-0.107-0.023-0.0170.0290.013-0.028-0.314-0.048-0.153-0.1530.036
Per6-0.086-0.1090.1710.076-0.0061.000-0.2920.4440.0290.059-0.004-0.045-0.0200.0520.0330.0530.0360.041-0.050-0.137-0.010-0.0240.0750.0200.2040.0380.0620.062-0.068
Per7-0.2270.424-0.0750.0590.430-0.2921.000-0.389-0.0990.007-0.016-0.051-0.121-0.0700.0000.160-0.024-0.024-0.185-0.014-0.0470.017-0.0950.055-0.029-0.044-0.206-0.2060.057
Per8-0.2360.0070.164-0.010-0.0560.444-0.3891.000-0.0020.051-0.144-0.0160.0890.066-0.0330.0070.0760.0190.075-0.024-0.075-0.0080.1900.0890.0040.106-0.122-0.1220.040
Per90.138-0.078-0.0310.106-0.0570.029-0.099-0.0021.000-0.030-0.047-0.005-0.031-0.0140.002-0.015-0.0680.0000.075-0.000-0.0220.025-0.001-0.104-0.0780.102-0.290-0.290-0.033
Dem10.013-0.0130.056-0.0120.0130.0590.0070.051-0.0301.000-0.035-0.0360.0680.0690.0100.043-0.001-0.0010.030-0.005-0.005-0.005-0.027-0.028-0.0450.1960.0350.0350.152
Dem20.0480.0280.007-0.0260.020-0.004-0.016-0.144-0.047-0.0351.0000.0140.000-0.010-0.0060.099-0.0490.0060.0010.0040.005-0.0030.003-0.008-0.0060.1870.0010.001-0.093
Dem30.0310.0370.0510.053-0.041-0.045-0.051-0.016-0.005-0.0360.0141.0000.0140.012-0.0550.0940.0320.0020.0320.0220.010-0.0160.0290.036-0.072-0.069-0.026-0.0260.019
Dem40.0380.068-0.046-0.040-0.009-0.020-0.1210.089-0.0310.0680.0000.0141.0000.0240.0160.1750.091-0.0450.045-0.029-0.0140.041-0.047-0.011-0.106-0.118-0.056-0.056-0.129
Dem5-0.0440.012-0.0430.022-0.0160.052-0.0700.066-0.0140.069-0.0100.0120.0241.000-0.003-0.1070.0260.057-0.108-0.048-0.007-0.0260.0200.0210.048-0.065-0.055-0.055-0.028
Dem60.0310.001-0.015-0.0160.0130.0330.000-0.0330.0020.010-0.006-0.0550.016-0.0031.0000.234-0.006-0.013-0.081-0.0550.006-0.016-0.019-0.040-0.0090.0200.0410.0410.021
Dem7-0.2090.0400.108-0.0110.0580.0530.1600.007-0.0150.0430.0990.0940.175-0.1070.2341.0000.1130.035-0.1940.0410.0450.0470.1040.2740.2000.014-0.086-0.086-0.107
Dem8-0.062-0.098-0.0390.040-0.0400.036-0.0240.076-0.068-0.001-0.0490.0320.0910.026-0.0060.1131.0000.676-0.2500.0320.037-0.040-0.0260.0680.1940.031-0.046-0.0460.084
Dem9-0.028-0.0560.006-0.004-0.0110.041-0.0240.0190.000-0.0010.0060.002-0.0450.057-0.0130.0350.6761.000-0.2390.0140.028-0.0400.073-0.0360.079-0.0130.0430.043-0.009
Cred10.145-0.094-0.1400.010-0.107-0.050-0.1850.0750.0750.0300.0010.0320.045-0.108-0.081-0.194-0.250-0.2391.0000.098-0.426-0.0020.050-0.068-0.0580.0810.0760.0760.016
Cred20.0010.012-0.002-0.009-0.023-0.137-0.014-0.024-0.000-0.0050.0040.022-0.029-0.048-0.0550.0410.0320.0140.0981.0000.0010.005-0.0380.045-0.013-0.002-0.007-0.007-0.021
Cred30.050-0.0860.0320.061-0.017-0.010-0.047-0.075-0.022-0.0050.0050.010-0.014-0.0070.0060.0450.0370.028-0.4260.0011.000-0.052-0.092-0.0510.0230.004-0.017-0.0170.036
Cred40.0060.033-0.017-0.0640.029-0.0240.017-0.0080.025-0.005-0.003-0.0160.041-0.026-0.0160.047-0.040-0.040-0.0020.005-0.0521.000-0.164-0.019-0.0660.014-0.027-0.027-0.004
Cred5-0.1050.1290.140-0.0330.0130.075-0.0950.190-0.001-0.0270.0030.029-0.0470.020-0.0190.104-0.0260.0730.050-0.038-0.092-0.1641.0000.458-0.1270.028-0.019-0.019-0.092
Cred6-0.2080.1370.1790.003-0.0280.0200.0550.089-0.104-0.028-0.0080.036-0.0110.021-0.0400.2740.068-0.036-0.0680.045-0.051-0.0190.4581.0000.011-0.009-0.129-0.129-0.017
Normalised_FNT-0.087-0.501-0.000-0.023-0.3140.204-0.0290.004-0.078-0.045-0.006-0.072-0.1060.048-0.0090.2000.1940.079-0.058-0.0130.023-0.066-0.1270.0111.000-0.0370.0530.053-0.005
geo_score0.0020.053-0.0520.148-0.0480.038-0.0440.1060.1020.1960.187-0.069-0.118-0.0650.0200.0140.031-0.0130.081-0.0020.0040.0140.028-0.009-0.0371.000-0.165-0.165-0.052
instance_scores_x0.231-0.211-0.0710.025-0.1530.062-0.206-0.122-0.2900.0350.001-0.026-0.056-0.0550.041-0.086-0.0460.0430.076-0.007-0.017-0.027-0.019-0.1290.053-0.1651.0001.0000.007
instance_scores_y0.231-0.211-0.0710.025-0.1530.062-0.206-0.122-0.2900.0350.001-0.026-0.056-0.0550.041-0.086-0.0460.0430.076-0.007-0.017-0.027-0.019-0.1290.053-0.1651.0001.0000.007
lambda_wt-0.0240.088-0.1310.1010.036-0.0680.0570.040-0.0330.152-0.0930.019-0.129-0.0280.021-0.1070.084-0.0090.016-0.0210.036-0.004-0.092-0.017-0.005-0.0520.0070.0071.000

Missing values

2023-02-01T12:54:17.405629image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
A simple visualization of nullity by column.
2023-02-01T12:54:18.303735image/svg+xmlMatplotlib v3.5.1, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

Per1Per2Per3Per4Per5Per6Per7Per8Per9Dem1Dem2Dem3Dem4Dem5Dem6Dem7Dem8Dem9Cred1Cred2Cred3Cred4Cred5Cred6Normalised_FNTgeo_scoreinstance_scores_xinstance_scores_ylambda_wt
01.0700000.5800000.4800000.7666671.2333331.9933330.3400001.0100000.8633330.4600000.6433330.7366670.7566670.8133330.6933330.6666670.6800000.7266670.6066671.0100000.9333330.6033330.6866670.673333-245.75000.22-0.06-0.06-0.13
10.4733331.2066670.8833331.4300000.7266670.6266670.8100000.7833330.1900000.4700000.6133330.8833330.6533330.4633330.4833330.5833330.7166670.7433330.6800000.6900000.5600000.6700000.5533330.653333-248.0000-0.250.520.520.66
21.1300000.1433330.9466670.1233330.0800000.8366670.0566670.7566670.2266670.6600000.7300000.8733330.9233331.2233330.6866670.6066670.6900000.8200000.6000000.3833330.7633330.6700000.6866670.673333-233.1250-0.951.561.56-0.51
30.6366671.0900000.7500000.9400000.7433330.3466670.9566670.6333330.4866671.0966670.4666670.6700000.5266670.7833330.8566670.7166670.7200000.9000000.6800000.8466670.4233330.5200000.8466670.760000-249.77750.490.700.700.72
40.5600001.0133330.5933330.4166670.7733330.4600000.8533330.7966670.5166670.7566670.6833330.2966670.7800000.6366670.7833330.6300000.6033330.4866670.6933330.5266670.5200000.7166670.7066670.673333-247.57750.85-0.47-0.470.60
50.8733330.1400000.8366670.2733330.1900000.6533330.5033330.7233331.2333331.1500000.5333330.9866670.5133330.7833330.8400000.8233330.7866670.8800000.5533330.7000000.7533330.7000000.6666670.686667-176.20001.30-1.16-1.160.14
60.9800000.5466670.8200000.8633330.6800001.1633330.4866670.8933330.8066671.3000000.0500000.7800000.223333-0.0100000.2933330.5633330.6500000.6733330.7166670.3933330.6733330.7900000.6766670.663333-242.62750.74-0.18-0.180.59
7-0.1366670.3600000.3666670.9966670.4733330.7066670.6766670.9333330.1666670.0666670.7833330.823333-0.0100001.0600000.6666670.6766670.6100000.5633330.6366670.4166670.5233330.6033330.8266670.626667-191.0050-0.230.590.590.72
81.0100000.6066670.8233331.0666670.5166670.6533330.6333330.7033330.7900000.8466670.3433330.4200000.6833330.7266670.8133330.6533330.6033330.4600000.6400000.6600000.8266670.4900000.6700000.673333-229.34750.62-0.01-0.010.32
9-0.1333330.8900000.2100000.3333330.7433331.0233330.4166670.0966670.4033330.4533330.8900000.3066670.9066670.6600000.7033330.8066670.2633330.8400000.6000000.1400000.5266670.9733330.7000000.616667-217.24251.21-1.33-1.331.02
Per1Per2Per3Per4Per5Per6Per7Per8Per9Dem1Dem2Dem3Dem4Dem5Dem6Dem7Dem8Dem9Cred1Cred2Cred3Cred4Cred5Cred6Normalised_FNTgeo_scoreinstance_scores_xinstance_scores_ylambda_wt
2278351.3066670.9066670.1533331.8366671.0466670.6166670.9033330.6133330.0800000.8700000.5133330.2366670.9200000.6400000.2566670.5833330.7166670.7633330.6900000.9133330.7500000.6733330.6366670.646667-244.32500.131.751.750.97
2278360.7366670.1233330.9966671.1566670.0900000.6766670.5633330.7266670.8600001.0600000.2900001.0233331.0066671.0966670.4266670.9200000.8600000.8633330.5166670.8466670.7000000.5566670.6600000.703333-132.49000.26-0.07-0.070.41
2278370.470000-0.4200000.7200000.9666670.1166671.0700000.7333330.7633330.9500001.0866670.4866670.5433330.5533330.4000000.5633331.1933330.7966670.4766670.4600000.6033330.5433330.9533330.6100000.716667-32.66501.16-0.69-0.690.00
2278380.5233330.6033331.4100000.7833330.4033330.8766670.7566670.6966671.0866670.0100000.3166670.2333330.5200000.7200000.8766670.7266670.7033330.9000000.6533330.6466670.5500000.8600000.6566670.646667-222.1250-0.42-0.67-0.67-1.04
2278391.0800000.7600000.7266670.8333330.6100000.4800000.6533330.6566670.6066671.1000000.6733330.8133330.9266670.7766670.7400000.6433330.5800000.4033330.6933330.6500000.7400000.7000000.6566670.673333-249.67750.72-0.11-0.11-0.08
2278400.4766671.0133330.5366670.5766671.4066671.8466670.6000001.1033330.3566670.5300000.6833331.0966670.7500000.8600000.9366670.6800000.6833330.6300000.6333330.9966670.6466670.5333330.6800000.693333-246.5025-0.14-0.44-0.440.75
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Duplicate rows

Most frequently occurring

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